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基于QoS的数据迁移模型的设计

Design on Data Migration Model Based on QoS

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【作者】 罗益辉谢长生

【Author】 LUO Yi-hui1,2, XIE Chang-sheng2 (1. School of Mathematics and Computer Science, Hubei University, Wuhan 430062; 2. National Storage System Laboratory, School of Computer, Huazhong University of Science and Technology, Wuhan 430074)

【机构】 湖北大学数学与计算机科学学院华中科技大学计算机学院外存储国家重点实验室

【摘要】 结合对象存储的特点,提出基于QoS的存储系统模型。该模型将迁移任务划分为细粒度的迁移请求,使对象存储设备在实现数据迁移的同时能响应I/O请求。元数据服务器按相同的标准给I/O请求和迁移请求分配相应的收益,使对象存储设备能采用收益最大算法调度I/O请求和迁移请求,从而提供更高的服务质量。通过收益预测和带宽预留实现在线最大收益调度算法。实验表明,最大收益算法与通常的迁移优先算法和固定平均迁移率算法相比,对系统的I/O性能影响最小。

【Abstract】 A storage system model is given based on Quality of Service(QoS) according to the object storage characteristics. This model divides the migration task into some migration requests, which makes object storage device respond I/O request as it migrates data from one site to others. At the same time, the metadata server assigns the income to the I/O and the migration request according to the same criterion, which make the storage devices respond the both request by the maximum income algorithm and provide the better QoS. The maximum income algorithm is online realized by income forecasting and bandwidth obligating. Experiment proves that the maximum income algorithm has less infection to I/O performance than the migration first algorithm and the fixed migration rate algorithm.

【基金】 国家自然科学基金资助项目“免疫对象存储系统”(60603074)
  • 【文献出处】 计算机工程 ,Computer Engineering , 编辑部邮箱 ,2009年06期
  • 【分类号】TP311.52
  • 【被引频次】3
  • 【下载频次】137
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